Cover Image

An Accurate and Efficient Machine-Learned Potential for SiC from Ambient to Extreme Environments

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Jintong, Shao, Zhuang, Zhao, Junlei, Djurabekova, Flyura, Nordlund, Kai, Granberg, Fredric, Zhang, Qingmin, Byggmästar, and Jesper
Format:	Preprint
Published:	2025
Subjects:	Materials Science
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fast and accurate machine-learned interatomic potentials for large-scale simulations of Cu, Al and Ni
by: Fellman, Aslak, et al.
Published: (2024)

Radiation damage and phase stability of Al$_x$CrCuFeNi$_y$ alloys using a machine-learned interatomic potential
by: Fellman, Aslak, et al.
Published: (2025)

Threshold displacement energies in refractory high-entropy alloys
by: Byggmästar, Jesper, et al.
Published: (2024)

Threshold displacement energy map of Frenkel pair generation in $\rm Ga_2O_3$ from machine-learning-driven molecular dynamics simulations
by: He, Huan, et al.
Published: (2024)

Ultrahigh Stability of O-Sublattice in $β$-Ga$_2$O$_3$
by: He, Ru, et al.
Published: (2024)

Significant surface-mediated reduction of radiation damage in tungsten revealed by advanced ion channeling analysis
by: Jin, Xin, et al.
Published: (2025)

Effects of training machine-learning potentials for radiation damage simulations using different pseudopotentials
by: Fellman, A., et al.
Published: (2025)

Machine-learned Interatomic Potential for Ti$_{n+1}$C$_n$ MXenes: Application to Ion Irradiation Simulations
by: Byggmästar, Jesper
Published: (2026)

Generalized Algorithm for Recognition of Complex Point Defects in Large-Scale β-$\rm {Ga_2O_3}$
by: Yan, Mengzhi, et al.
Published: (2024)

Four regimes of primary radiation damage in tungsten
by: Byggmästar, Jesper, et al.
Published: (2025)

New insight into quantifying vacancy distribution in self-ion irradiated tungsten: a combined experimental and computational study
by: Hu, Zhiwei, et al.
Published: (2024)

Crystallization Instead of Amorphization in Collision Cascades in Gallium Oxide
by: Zhao, Junlei, et al.
Published: (2024)

The diffusion-driven orthorhombic to tetragonal transition in YBa$_2$Cu$_3$O$_7$ derived with a machine learning interatomic potential
by: Gambino, Davide, et al.
Published: (2025)

A Self-Evolving Machine-Learning-Based Kinetic Monte Carlo Method for Modelling Thin-Film Growth
by: Kimari, Jyri, et al.
Published: (2026)

Spontaneous damage annealing reactions as a possible source of low energy excess in semiconductor detectors
by: Nordlund, Kai, et al.
Published: (2024)

Large-scale atomistic study of plasticity in amorphous gallium oxide with a machine-learning potential
by: Zhang, Jiahui, et al.
Published: (2024)

Band Offsets at β/γ-$\mathrm{Ga}_{2}\mathrm{O}_{3}$ Interface
by: Liu, Huan, et al.
Published: (2024)

Insights Into Radiation Damage in YBa$_2$Cu$_3$O$_{7-δ}$ From Machine-Learned Interatomic Potentials
by: Dickson, Ashley, et al.
Published: (2025)

RESURF Ga$_{2}$O$_{3}$-on-SiC Field Effect Transistors for Enhanced Breakdown Voltage
by: Chen, Junting, et al.
Published: (2024)

High-dose long-time defect evolution in tungsten studied by atomistically informed Object Kinetic Monte Carlo simulations
by: Wu, Jintong, et al.
Published: (2024)

Fast machine learned $α$-Fe-H interatomic potential for hydrogen embrittlement
by: Makkonen, Eetu, et al.
Published: (2025)

Multifunctional Submicron SiC Fibers for Extreme Environments: Superior Electromagnetic Absorption and High‐Temperature Performance
by: Weifeng Kang, et al.
Published: (2024)

Fundamentals of Vacuum Breakdown in High-Field Systems
by: Wuensch, Walter, et al.
Published: (2025)

Simulating vacuum arc initiation by coupling emission, heating and plasma processes
by: Koitermaa, Roni, et al.
Published: (2024)

Accurate Modeling of Gate Leakage Currents in SiC Power MOSFETs
by: Feng, Ang, et al.
Published: (2025)

Gelcasting for the densification repair of delamination defects in SiC f /SiC composites
by: Yiran Lin, et al.
Published: (2026)

Beyond dpa: an atomistic framework for a quantitative description of radiation damage in YBa2Cu3O7
by: Ledda, Federico, et al.
Published: (2025)

Phase glides and self-organization of atomically abrupt interfaces out of stochastic disorder in $α$-Ga$_{2}$O$_{3}$
by: Azarov, Alexander, et al.
Published: (2024)

Surface Structuring of Patterned 4H-SiC Surfaces Using a SiC/Si/SiC Sandwich Approach
by: Jousseaume, Yann, et al.
Published: (2024)

Crater-shaped Enrichment of $\mathrm{V}_\mathrm{Si}$ Color Centers in $4H$-SiC using Single-Pulse Near-Infrared Femtosecond Laser Processing
by: Yan, Mengzhi, et al.
Published: (2024)

Anisotropic Core-Shell Swift Heavy Ion Tracks in beta-Ga2O3
by: He, Huan, et al.
Published: (2026)

Anisotropic Kinetics of Ion-Irradiation-Induced Phase Transition in Gallium Oxide
by: Liu, Taiqiao, et al.
Published: (2026)

Preparation of jointed composites with interconnected SiC nanowires network for nuclear SiC fiber reinforced SiC composites
by: Meihan Ren, et al.
Published: (2024)

Study on Grinding Wheel Wear and Machining Quality in Ultrasonic Vibration Helical Grinding of SiC f /SiC Composites
by: Junjie Zhou, et al.
Published: (2026)

BN recession and recession cessation in SiC/BN/SiC composites
by: Shingo Kanazawa, et al.
Published: (2025)

The Stagger Code for Accurate and Efficient, Radiation-Coupled MHD Simulations
by: Stein, Robert F., et al.
Published: (2024)

Self-assembling of multilayered polymorphs with ion beams
by: Azarov, Alexander, et al.
Published: (2024)

Detection of the linear SiC$_3$ and SiC$_5$ radicals in IRC\,+10216
by: Cernicharo, José, et al.
Published: (2025)

Effect of BN interfacial layer on the mechanical behavior of SiC fiber reinforced SiC ceramic matrix composites
by: Mingwei Chen, et al.
Published: (2024)

Insights on molecular P implantation for scalable spin-qubit arrays
by: Bouvier, Tomás Fernández, et al.
Published: (2024)